The QIBA Profile for MRI-based Compositional Imaging of Knee Cartilage

Morphological MRI of knee cartilage: repeatability and reproducibility of damage evaluation and correlation with gross pathology examination

(2020) Alessandro Marinetti et al.   EUROPEAN RADIOLOGY

Multi-vendor multi-site T1ρ and T2 quantification of knee cartilage

(2020) J. Kim et al.   OSTEOARTHRITIS AND CARTILAGE

Diagnosing Osteoarthritis from T2 Maps using Deep Learning: An Analysis of the Entire Osteoarthritis Initiative Baseline Cohort

(2019) Valentina Pedoia et al.   OSTEOARTHRITIS AND CARTILAGE

Spatial distribution and temporal progression of T2 relaxation time values in knee cartilage prior to the onset of cartilage lesions – data from the Osteoarthritis Initiative (OAI)

(2019) M. Kretzschmar et al.   OSTEOARTHRITIS AND CARTILAGE

MRI T2 and T1ρ relaxation in patients at risk for knee osteoarthritis: a systematic review and meta-analysis

(2019) Hayden F. Atkinson et al.   BMC MUSCULOSKELETAL DISORDERS

Deep learning for lesion detection, progression, and prediction of musculoskeletal disease

(2019) Richard Kijowski et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Automated cartilage and meniscus segmentation of knee MRI with conditional generative adversarial networks

(2019) Sibaji Gaj et al.   MAGNETIC RESONANCE IN MEDICINE

Editorial comment: the future of compositional MRI for cartilage

(2018) Thomas M. Link   EUROPEAN RADIOLOGY

MRI UTE-T2* Shows High Incidence of Cartilage Subsurface Matrix Changes 2 Years After ACL Reconstruction

(2018) Ashley A. Williams et al.   JOURNAL OF ORTHOPAEDIC RESEARCH

Deep convolutional neural network for segmentation of knee joint anatomy

(2018) Zhaoye Zhou et al.   MAGNETIC RESONANCE IN MEDICINE

Systematic review and meta-analysis of the reliability and discriminative validity of cartilage compositional MRI in knee osteoarthritis

(2018) J.W. MacKay et al.   OSTEOARTHRITIS AND CARTILAGE

Longitudinal changes in MR T1ρ/T2 signal of meniscus and its association with cartilage T1p/T2 in ACL-injured patients

(2018) J. Knox et al.   OSTEOARTHRITIS AND CARTILAGE

Quantitative Imaging: The Translation from Research Tool to Clinical Practice

(2018) Edward F. Jackson   RADIOLOGY

Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry

(2018) Berk Norman et al.   RADIOLOGY

Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection

(2018) Fang Liu et al.   RADIOLOGY

Statistical Considerations for Planning Clinical Trials with Quantitative Imaging Biomarkers

(2018) Nancy A Obuchowski et al.   JNCI-Journal of the National Cancer Institute

Tool for osteoarthritis risk prediction (TOARP) over 8 years using baseline clinical data, X-ray, and MRI: Data from the osteoarthritis initiative

(2017) Gabby B. Joseph et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging

(2017) Fang Liu et al.   MAGNETIC RESONANCE IN MEDICINE

Editorial: from theory to practice – the challenges of compositional MRI in osteoarthritis research

(2017) F.W. Roemer et al.   OSTEOARTHRITIS AND CARTILAGE

Understanding Magnetic Resonance Imaging of Knee Cartilage Repair: A Focus on Clinical Relevance

(2017) Daichi Hayashi et al.   Cartilage

Prestructural cartilage assessment using MRI

(2016) Thomas M. Link et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Analysis of the articular cartilage T1ρand T2relaxation times changes after ACL reconstruction in injured and contralateral knees and relationships with bone shape

(2016) Valentina Pedoia et al.   JOURNAL OF ORTHOPAEDIC RESEARCH

T1ρ and T2 relaxation times are associated with progression of hip osteoarthritis

(2016) M.C. Gallo et al.   OSTEOARTHRITIS AND CARTILAGE

MRI T1ρ and T2 mapping for the assessment of articular cartilage changes in patients with medial knee osteoarthritis after hemicallotasis osteotomy

(2016) H. Nishioka et al.   Bone & Joint Research

Fully automatic analysis of the knee articular cartilageT1ρrelaxation time using voxel-based relaxometry

(2015) Valentina Pedoia et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Techniques and applications of in vivo diffusion imaging of articular cartilage

(2015) José G. Raya   JOURNAL OF MAGNETIC RESONANCE IMAGING

Cartilage T 1ρ and T 2 relaxation times: longitudinal reproducibility and variations using different coils, MR systems and sites

(2015) X. Li et al.   OSTEOARTHRITIS AND CARTILAGE

A reference database of cartilage 3 T MRI T2 values in knees without diagnostic evidence of cartilage degeneration: data from the osteoarthritis initiative

(2015) G.B. Joseph et al.   OSTEOARTHRITIS AND CARTILAGE

Early T2 changes predict onset of radiographic knee osteoarthritis: data from the osteoarthritis initiative

(2014) Hans Liebl et al.   ANNALS OF THE RHEUMATIC DISEASES

Physical Activity and Spatial Differences in Medial Knee T1rho and T2 Relaxation Times in Knee Osteoarthritis

(2014) Deepak Kumar et al.   JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY

The individual and socioeconomic impact of osteoarthritis

(2014) David J. Hunter et al.   Nature Reviews Rheumatology

Variability of CubeQuant T1ρ, quantitative DESS T2, and cones sodium MRI in knee cartilage

(2014) C.D. Jordan et al.   OSTEOARTHRITIS AND CARTILAGE

Simultaneous acquisition of T1ρand T2quantification in knee cartilage: Repeatability and diurnal variation

(2013) Xiaojuan Li et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Automatic knee cartilage segmentation from multi-contrast MR images using support vector machine classification with spatial dependencies

(2013) Kunlei Zhang et al.   MAGNETIC RESONANCE IMAGING

Baseline mean and heterogeneity of MR cartilage T2 are associated with morphologic degeneration of cartilage, meniscus, and bone marrow over 3years – data from the Osteoarthritis Initiative

(2012) G.B. Joseph et al.   OSTEOARTHRITIS AND CARTILAGE

Long-term results 8 years after autologous osteochondral transplantation: 7 T gagCEST and sodium magnetic resonance imaging with morphological and clinical correlation

(2012) I. Krusche-Mandl et al.   OSTEOARTHRITIS AND CARTILAGE

The Osteoarthritis Initiative (OAI) magnetic resonance imaging quality assurance update

(2012) E. Schneider et al.   OSTEOARTHRITIS AND CARTILAGE

T1ρ and T2 relaxation times predict progression of knee osteoarthritis

(2012) A.P. Prasad et al.   OSTEOARTHRITIS AND CARTILAGE

Diffusion-Tensor Imaging of Human Articular Cartilage Specimens with Early Signs of Cartilage Damage

(2012) José G. Raya et al.   RADIOLOGY

Magnetic resonance transverse relaxation time T2 of knee cartilage in osteoarthritis at 3-T: a cross-sectional multicentre, multivendor reproducibility study

(2012) Sharon Balamoody et al.   SKELETAL RADIOLOGY

Longitudinal analysis of T1ρ and T2 quantitative MRI of knee cartilage laminar organization following microfracture surgery

(2011) Alexander A. Theologis et al.   KNEE

A novel fast knee cartilage segmentation technique for T2 measurements at MR imaging – data from the Osteoarthritis Initiative

(2011) C. Stehling et al.   OSTEOARTHRITIS AND CARTILAGE

Knee Articular Cartilage Damage in Osteoarthritis: Analysis of MR Image Biomarker Reproducibility in ACRIN-PA 4001 Multicenter Trial

(2011) Timothy J. Mosher et al.   RADIOLOGY

Cartilage Quality Assessment by Using Glycosaminoglycan Chemical Exchange Saturation Transfer and23Na MR Imaging at 7 T

(2011) Benjamin Schmitt et al.   RADIOLOGY

High-Field Magnetic Resonance Imaging Assessment of Articular Cartilage before and after Marathon Running

(2010) Anthony C. Luke et al.   AMERICAN JOURNAL OF SPORTS MEDICINE

Cartilage morphology at 3.0T: Assessment of three-dimensional magnetic resonance imaging techniques

(2010) Christina A. Chen et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

T1ρ and T2 quantitative magnetic resonance imaging analysis of cartilage regeneration following microfracture and mosaicplasty cartilage resurfacing procedures

(2010) Daniel J Holtzman et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Quantitative MRI using T1ρ and T2 in human osteoarthritic cartilage specimens: correlation with biochemical measurements and histology

(2010) Xiaojuan Li et al.   MAGNETIC RESONANCE IMAGING

Sensitivity to change of cartilage morphometry using coronal FLASH, sagittal DESS, and coronal MPR DESS protocols – comparative data from the osteoarthritis initiative (OAI)

(2009) W. Wirth et al.   OSTEOARTHRITIS AND CARTILAGE

Cartilage T2 Assessment at 3-T MR Imaging: In Vivo Differentiation of Normal Hyaline Cartilage from Reparative Tissue after Two Cartilage Repair Procedures—Initial Experience

(2009) Goetz H. Welsch et al.   RADIOLOGY

In vivoT1ρ mapping in cartilage using 3D magnetization-prepared angle-modulated partitionedk-space spoiled gradient echo snapshots (3D MAPSS)

(2008) Xiaojuan Li et al.   MAGNETIC RESONANCE IN MEDICINE

The osteoarthritis initiative: report on the design rationale for the magnetic resonance imaging protocol for the knee

(2008) C.G. Peterfy et al.   OSTEOARTHRITIS AND CARTILAGE